Left Leg Pandas Profiling Report

Dataset statistics

Number of variables	20
Number of observations	1084
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	64
Duplicate rows (%)	5.9%
Total size in memory	169.5 KiB
Average record size in memory	160.1 B

Variable types

Numeric	20

Alerts

Dataset has 64 (5.9%) duplicate rows	Duplicates
`Delta_TP9` has 34 (3.1%) infinite values	Infinite
`Theta_TP9` has 34 (3.1%) infinite values	Infinite
`Alpha_TP9` has 34 (3.1%) infinite values	Infinite
`Beta_TP9` has 34 (3.1%) infinite values	Infinite
`Gamma_TP9` has 34 (3.1%) infinite values	Infinite

Reproduction

Analysis started	2024-10-03 22:06:24.872241
Analysis finished	2024-10-03 22:07:04.846898
Duration	39.97 seconds
Software version	ydata-profiling vv4.10.0
Download configuration	config.json

Delta_TP9
Real number (ℝ)

INFINITE

Distinct	40
Distinct (%)	3.7%
Missing	0
Missing (%)	0.0%
Infinite	34
Infinite (%)	3.1%
Mean	-inf

Minimum	-inf
Maximum	4.379803
Zeros	0
Zeros (%)	0.0%
Negative	34
Negative (%)	3.1%
Memory size	8.6 KiB

Quantile statistics

Minimum	-inf
5-th percentile	2.8248067
Q1	3.6479032
median	3.928307
Q3	4.21949
95-th percentile	4.3655963
Maximum	4.379803
Range	inf
Interquartile range (IQR)	0.5715868

Descriptive statistics

Standard deviation	nan
Coefficient of variation (CV)	nan
Kurtosis	nan
Mean	-inf
Median Absolute Deviation (MAD)	0.291183
Skewness	nan
Sum	-inf
Variance	nan
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=40)

Value	Count	Frequency (%)
3.65043	67	6.2%
3.6085303	66	6.1%
4.2671776	65	6.0%
-inf	34	3.1%
4.2117443	34	3.1%
3.7011456	34	3.1%
3.783032	33	3.0%
3.5509484	33	3.0%
3.2889843	33	3.0%
4.2541523	33	3.0%
Other values (30)	652	60.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-inf	34	3.1%
2.521061	13	1.2%
2.8248067	25	2.3%
3.2889843	33	3.0%
3.3738618	33	3.0%
3.5509484	33	3.0%
3.6085303	66	6.1%
3.6342356	31	2.9%
3.6479032	26	2.4%
3.65043	67	6.2%

Value	Count	Frequency (%)
4.379803	33	3.0%
4.3655963	33	3.0%
4.3078756	33	3.0%
4.2762666	7	0.6%
4.2671776	65	6.0%
4.2541523	33	3.0%
4.2430267	33	3.0%
4.2307625	33	3.0%
4.21949	9	0.8%
4.212088	19	1.8%

Delta_AF7
Real number (ℝ)

Distinct	58
Distinct (%)	5.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.1744182

Minimum	1.2266403
Maximum	4.015507
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.6 KiB

Quantile statistics

Minimum	1.2266403
5-th percentile	2.234288
Q1	2.9321187
median	3.2398212
Q3	3.602766
95-th percentile	3.8465648
Maximum	4.015507
Range	2.7888667
Interquartile range (IQR)	0.6706473

Descriptive statistics

Standard deviation	0.55301302
Coefficient of variation (CV)	0.17420925
Kurtosis	2.2361351
Mean	3.1744182
Median Absolute Deviation (MAD)	0.3501906
Skewness	-1.2515047
Sum	3441.0693
Variance	0.3058234
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.234288	33	3.0%
2.4906352	33	3.0%
3.6805158	33	3.0%
2.8784225	33	3.0%
3.0659258	33	3.0%
3.5365481	33	3.0%
3.4781952	33	3.0%
4.015507	33	3.0%
3.7147124	33	3.0%
2.3621588	33	3.0%
Other values (48)	754	69.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.2266403	2	0.2%
1.268033	26	2.4%
1.3137906	5	0.5%
2.234288	33	3.0%
2.3621588	33	3.0%
2.4906352	33	3.0%
2.5692368	15	1.4%
2.6079333	17	1.6%
2.6961927	32	3.0%
2.738107	5	0.5%

Value	Count	Frequency (%)
4.015507	33	3.0%
3.8538854	5	0.5%
3.8465648	31	2.9%
3.7975097	13	1.2%
3.7807813	26	2.4%
3.7226887	21	1.9%
3.7147124	33	3.0%
3.6805158	33	3.0%
3.662461	31	2.9%
3.6569324	1	0.1%

Delta_AF8
Real number (ℝ)

Distinct	44
Distinct (%)	4.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.6381868

Minimum	1.670187
Maximum	3.6604717
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.6 KiB

Quantile statistics

Minimum	1.670187
5-th percentile	1.9023643
Q1	2.3121994
median	2.7092927
Q3	2.9600012
95-th percentile	3.402055
Maximum	3.6604717
Range	1.9902847
Interquartile range (IQR)	0.6478018

Descriptive statistics

Standard deviation	0.47118534
Coefficient of variation (CV)	0.17860196
Kurtosis	-0.69735925
Mean	2.6381868
Median Absolute Deviation (MAD)	0.3771284
Skewness	-0.05137925
Sum	2859.7945
Variance	0.22201562
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
1.9320635	66	6.1%
2.3730888	34	3.1%
2.0843728	34	3.1%
2.9395523	34	3.1%
3.1962352	34	3.1%
2.3247476	34	3.1%
2.9634137	33	3.0%
3.1982255	33	3.0%
2.933268	33	3.0%
2.795751	33	3.0%
Other values (34)	716	66.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.670187	32	3.0%
1.9023643	31	2.9%
1.9320635	66	6.1%
2.0843728	34	3.1%
2.1418116	32	3.0%
2.1672568	32	3.0%
2.2040527	3	0.3%
2.2957716	30	2.8%
2.3121994	32	3.0%
2.3247476	34	3.1%

Value	Count	Frequency (%)
3.6604717	33	3.0%
3.402055	33	3.0%
3.2245405	7	0.6%
3.1982255	33	3.0%
3.1962352	34	3.1%
3.1494372	33	3.0%
3.1359515	26	2.4%
3.0452595	6	0.6%
2.9832618	11	1.0%
2.9634137	33	3.0%

Delta_TP10
Real number (ℝ)

Distinct	43
Distinct (%)	4.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.8194195

Minimum	1.828832
Maximum	4.4457755
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.6 KiB

Quantile statistics

Minimum	1.828832
5-th percentile	3.1335237
Q1	3.6356325
median	3.9143708
Q3	4.092955
95-th percentile	4.3580637
Maximum	4.4457755
Range	2.6169435
Interquartile range (IQR)	0.4573225

Descriptive statistics

Standard deviation	0.48594509
Coefficient of variation (CV)	0.12723009
Kurtosis	6.3626488
Mean	3.8194195
Median Absolute Deviation (MAD)	0.243264
Skewness	-2.1313404
Sum	4140.2507
Variance	0.23614263
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
4.092955	66	6.1%
1.828832	34	3.1%
4.4457755	34	3.1%
3.9002545	34	3.1%
4.1949368	34	3.1%
3.6356325	33	3.0%
3.2818778	33	3.0%
3.9143708	33	3.0%
3.699742	33	3.0%
3.5653288	33	3.0%
Other values (33)	717	66.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.828832	34	3.1%
3.1335237	31	2.9%
3.2818778	33	3.0%
3.3085718	20	1.8%
3.350997	33	3.0%
3.3750415	13	1.2%
3.3825698	6	0.6%
3.4549394	31	2.9%
3.468979	26	2.4%
3.5653288	33	3.0%

Value	Count	Frequency (%)
4.4457755	34	3.1%
4.3580637	25	2.3%
4.344009	8	0.7%
4.3198285	32	3.0%
4.256991	33	3.0%
4.243253	33	3.0%
4.218895	5	0.5%
4.1949368	34	3.1%
4.191753	13	1.2%
4.1630836	19	1.8%

Theta_TP9
Real number (ℝ)

INFINITE

Distinct	40
Distinct (%)	3.7%
Missing	0
Missing (%)	0.0%
Infinite	34
Infinite (%)	3.1%
Mean	-inf

Minimum	-inf
Maximum	3.5623784
Zeros	0
Zeros (%)	0.0%
Negative	34
Negative (%)	3.1%
Memory size	8.6 KiB

Quantile statistics

Minimum	-inf
5-th percentile	1.8927668
Q1	2.6490993
median	3.163305
Q3	3.3075502
95-th percentile	3.5166817
Maximum	3.5623784
Range	inf
Interquartile range (IQR)	0.6584509

Descriptive statistics

Standard deviation	nan
Coefficient of variation (CV)	nan
Kurtosis	nan
Mean	-inf
Median Absolute Deviation (MAD)	0.2409477
Skewness	nan
Sum	-inf
Variance	nan
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=40)

Value	Count	Frequency (%)
2.6709113	67	6.2%
2.5874588	66	6.1%
3.3151822	65	6.0%
-inf	34	3.1%
3.287721	34	3.1%
2.6442652	34	3.1%
2.76838	33	3.0%
2.5502925	33	3.0%
3.3075502	33	3.0%
3.321398	33	3.0%
Other values (30)	652	60.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-inf	34	3.1%
1.6630166	13	1.2%
1.8927668	25	2.3%
2.405161	33	3.0%
2.5502925	33	3.0%
2.5874588	66	6.1%
2.6412308	31	2.9%
2.6442652	34	3.1%
2.6490993	26	2.4%
2.6709113	67	6.2%

Value	Count	Frequency (%)
3.5623784	33	3.0%
3.5166817	33	3.0%
3.4441214	31	2.9%
3.3814137	33	3.0%
3.3324225	1	0.1%
3.3215253	33	3.0%
3.321398	33	3.0%
3.3151822	65	6.0%
3.3075502	33	3.0%
3.3026173	7	0.6%

Theta_AF7
Real number (ℝ)

Distinct	58
Distinct (%)	5.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.7808699

Minimum	0.96012604
Maximum	3.576504
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.6 KiB

Quantile statistics

Minimum	0.96012604
5-th percentile	1.615209
Q1	2.6487646
median	3.0206566
Q3	3.1356273
95-th percentile	3.4079
Maximum	3.576504
Range	2.616378
Interquartile range (IQR)	0.4868627

Descriptive statistics

Standard deviation	0.56257846
Coefficient of variation (CV)	0.20230305
Kurtosis	1.5583904
Mean	2.7808699
Median Absolute Deviation (MAD)	0.2859373
Skewness	-1.3619155
Sum	3014.463
Variance	0.31649453
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.1797948	33	3.0%
1.615209	33	3.0%
3.0847	33	3.0%
2.8769643	33	3.0%
3.0651584	33	3.0%
3.576504	33	3.0%
2.712962	33	3.0%
3.0309842	33	3.0%
2.7232969	33	3.0%
1.8647487	33	3.0%
Other values (48)	754	69.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.96012604	2	0.2%
1.0015187	26	2.4%
1.0472763	5	0.5%
1.615209	33	3.0%
1.6852955	15	1.4%
1.7186224	17	1.6%
1.8647487	33	3.0%
2.1797948	33	3.0%
2.3249617	5	0.5%
2.3439388	18	1.7%

Value	Count	Frequency (%)
3.576504	33	3.0%
3.4146638	3	0.3%
3.4079	26	2.4%
3.369949	26	2.4%
3.3694594	1	0.1%
3.3686142	4	0.4%
3.3671896	5	0.5%
3.3585227	11	1.0%
3.3074744	22	2.0%
3.2703369	26	2.4%

Theta_AF8
Real number (ℝ)

Distinct	44
Distinct (%)	4.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.7928593

Minimum	1.2176121
Maximum	2.6925669
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.6 KiB

Quantile statistics

Minimum	1.2176121
5-th percentile	1.3138183
Q1	1.5801024
median	1.8180882
Q3	1.958866
95-th percentile	2.4044223
Maximum	2.6925669
Range	1.4749548
Interquartile range (IQR)	0.3787636

Descriptive statistics

Standard deviation	0.32667539
Coefficient of variation (CV)	0.18220915
Kurtosis	0.22569357
Mean	1.7928593
Median Absolute Deviation (MAD)	0.2115891
Skewness	0.53652021
Sum	1943.4595
Variance	0.10671681
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
1.3138183	66	6.1%
1.7277521	34	3.1%
1.3731246	34	3.1%
1.8551576	34	3.1%
2.1850674	34	3.1%
1.6012195	34	3.1%
1.8414545	33	3.0%
2.2450225	33	3.0%
1.9717497	33	3.0%
1.8349327	33	3.0%
Other values (34)	716	66.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.2176121	32	3.0%
1.3138183	66	6.1%
1.3731246	34	3.1%
1.4303472	31	2.9%
1.4337589	32	3.0%
1.4850112	3	0.3%
1.5193266	32	3.0%
1.5395638	33	3.0%
1.5801024	30	2.8%
1.6012195	34	3.1%

Value	Count	Frequency (%)
2.6925669	33	3.0%
2.4044223	33	3.0%
2.2542734	7	0.6%
2.2450225	33	3.0%
2.1850674	34	3.1%
2.1750393	33	3.0%
2.1635664	26	2.4%
2.0452287	6	0.6%
1.9772364	1	0.1%
1.9717497	33	3.0%

Theta_TP10
Real number (ℝ)

Distinct	43
Distinct (%)	4.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.9518158

Minimum	1.3299531
Maximum	3.5320163
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.6 KiB

Quantile statistics

Minimum	1.3299531
5-th percentile	2.0014584
Q1	2.8097408
median	3.0702324
Q3	3.3086839
95-th percentile	3.5041857
Maximum	3.5320163
Range	2.2020632
Interquartile range (IQR)	0.4989431

Descriptive statistics

Standard deviation	0.47705556
Coefficient of variation (CV)	0.16161427
Kurtosis	2.354288
Mean	2.9518158
Median Absolute Deviation (MAD)	0.2407026
Skewness	-1.5160956
Sum	3199.7684
Variance	0.22758201
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
3.0477326	66	6.1%
1.3299531	34	3.1%
3.5320163	34	3.1%
3.35108	34	3.1%
3.1861813	34	3.1%
2.575075	33	3.0%
2.1558156	33	3.0%
2.9421844	33	3.0%
2.687811	33	3.0%
3.2750993	33	3.0%
Other values (33)	717	66.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.3299531	34	3.1%
2.0014584	31	2.9%
2.1558156	33	3.0%
2.3035994	33	3.0%
2.3170962	20	1.8%
2.3832524	13	1.2%
2.575075	33	3.0%
2.664223	32	3.0%
2.687811	33	3.0%
2.8097408	33	3.0%

Value	Count	Frequency (%)
3.5320163	34	3.1%
3.5041857	26	2.4%
3.4878902	31	2.9%
3.4138026	6	0.6%
3.35108	34	3.1%
3.3357346	32	3.0%
3.3317885	25	2.3%
3.3205593	8	0.7%
3.3159375	33	3.0%
3.310935	25	2.3%

Alpha_TP9
Real number (ℝ)

INFINITE

Distinct	38
Distinct (%)	3.5%
Missing	0
Missing (%)	0.0%
Infinite	34
Infinite (%)	3.1%
Mean	-inf

Minimum	-inf
Maximum	3.5739887
Zeros	0
Zeros (%)	0.0%
Negative	34
Negative (%)	3.1%
Memory size	8.6 KiB

Quantile statistics

Minimum	-inf
5-th percentile	2.0438416
Q1	2.7035747
median	3.0050368
Q3	3.1562545
95-th percentile	3.5504599
Maximum	3.5739887
Range	inf
Interquartile range (IQR)	0.4526798

Descriptive statistics

Standard deviation	nan
Coefficient of variation (CV)	nan
Kurtosis	nan
Mean	-inf
Median Absolute Deviation (MAD)	0.2247278
Skewness	nan
Sum	-inf
Variance	nan
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=38)

Value	Count	Frequency (%)
2.7124622	67	6.2%
2.6282163	66	6.1%
3.062598	65	6.0%
-inf	34	3.1%
3.1470249	34	3.1%
2.5460713	34	3.1%
3.0555933	33	3.0%
2.5147572	33	3.0%
3.518895	33	3.0%
3.3466306	33	3.0%
Other values (28)	652	60.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-inf	34	3.1%
1.7199925	13	1.2%
2.0438416	25	2.3%
2.2790616	33	3.0%
2.5147572	33	3.0%
2.5460713	34	3.1%
2.6108284	31	2.9%
2.6282163	66	6.1%
2.7035747	26	2.4%
2.7037332	6	0.6%

Value	Count	Frequency (%)
3.5739887	1	0.1%
3.554397	31	2.9%
3.5504599	31	2.9%
3.518895	33	3.0%
3.467653	2	0.2%
3.3466306	33	3.0%
3.210477	33	3.0%
3.2047405	25	2.3%
3.2020779	9	0.8%
3.192376	33	3.0%

Alpha_AF7
Real number (ℝ)

Distinct	36
Distinct (%)	3.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.0552791

Minimum	1.7214266
Maximum	3.5778544
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.6 KiB

Quantile statistics

Minimum	1.7214266
5-th percentile	1.8330126
Q1	2.884725
median	3.03776
Q3	3.5534453
95-th percentile	3.5769188
Maximum	3.5778544
Range	1.8564278
Interquartile range (IQR)	0.6687203

Descriptive statistics

Standard deviation	0.53676953
Coefficient of variation (CV)	0.17568592
Kurtosis	0.24261582
Mean	3.0552791
Median Absolute Deviation (MAD)	0.3752227
Skewness	-1.0636007
Sum	3311.9225
Variance	0.28812153
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=36)

Value	Count	Frequency (%)
3.5534453	34	3.1%
3.5487707	34	3.1%
3.5778544	34	3.1%
2.2326343	34	3.1%
3.3449423	34	3.1%
2.9318626	33	3.0%
3.4129827	33	3.0%
3.3600266	33	3.0%
3.373003	33	3.0%
3.5724025	33	3.0%
Other values (26)	749	69.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.7214266	33	3.0%
1.8330126	33	3.0%
1.896803	33	3.0%
2.2326343	34	3.1%
2.283702	32	3.0%
2.5476773	18	1.7%
2.6901555	15	1.4%
2.7778578	33	3.0%
2.8722186	22	2.0%
2.884725	33	3.0%

Value	Count	Frequency (%)
3.5778544	34	3.1%
3.5769188	33	3.0%
3.5736384	33	3.0%
3.5735812	33	3.0%
3.5729148	26	2.4%
3.5724025	33	3.0%
3.5702705	32	3.0%
3.5579276	32	3.0%
3.5534453	34	3.1%
3.5487707	34	3.1%

Alpha_AF8
Real number (ℝ)

Distinct	35
Distinct (%)	3.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.8815703

Minimum	1.2339983
Maximum	2.8521292
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.6 KiB

Quantile statistics

Minimum	1.2339983
5-th percentile	1.30895
Q1	1.6001877
median	1.839907
Q3	2.1583574
95-th percentile	2.474129
Maximum	2.8521292
Range	1.6181309
Interquartile range (IQR)	0.5581697

Descriptive statistics

Standard deviation	0.37211818
Coefficient of variation (CV)	0.19777001
Kurtosis	-0.23602191
Mean	1.8815703
Median Absolute Deviation (MAD)	0.2964982
Skewness	0.31512092
Sum	2039.6222
Variance	0.13847194
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=35)

Value	Count	Frequency (%)
1.30895	66	6.1%
1.7451304	34	3.1%
1.2339983	34	3.1%
2.0335007	34	3.1%
2.2093604	34	3.1%
1.6001877	34	3.1%
2.1672237	33	3.0%
1.4825948	33	3.0%
2.1666732	33	3.0%
2.0055048	33	3.0%
Other values (25)	716	66.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.2339983	34	3.1%
1.30895	66	6.1%
1.419389	32	3.0%
1.4662247	31	2.9%
1.4825948	33	3.0%
1.528683	32	3.0%
1.5434088	32	3.0%
1.6001877	34	3.1%
1.6042424	32	3.0%
1.6572841	33	3.0%

Value	Count	Frequency (%)
2.8521292	33	3.0%
2.474129	33	3.0%
2.4170325	7	0.6%
2.4145653	26	2.4%
2.3769844	33	3.0%
2.2093604	34	3.1%
2.20739	33	3.0%
2.1672237	33	3.0%
2.1666732	33	3.0%
2.1583574	33	3.0%

Alpha_TP10
Real number (ℝ)

Distinct	36
Distinct (%)	3.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.9474524

Minimum	1.576498
Maximum	3.588211
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.6 KiB

Quantile statistics

Minimum	1.576498
5-th percentile	2.1683607
Q1	2.8752472
median	3.0404387
Q3	3.1131265
95-th percentile	3.5737948
Maximum	3.588211
Range	2.011713
Interquartile range (IQR)	0.2378793

Descriptive statistics

Standard deviation	0.40593437
Coefficient of variation (CV)	0.13772381
Kurtosis	2.4949736
Mean	2.9474524
Median Absolute Deviation (MAD)	0.1128293
Skewness	-1.2866529
Sum	3195.0384
Variance	0.16478271
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=36)

Value	Count	Frequency (%)
3.0400052	66	6.1%
3.4998567	34	3.1%
1.576498	34	3.1%
3.209588	34	3.1%
2.999131	34	3.1%
3.511931	34	3.1%
2.8507872	33	3.0%
2.503192	33	3.0%
2.9276094	33	3.0%
2.6916914	33	3.0%
Other values (26)	716	66.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.576498	34	3.1%
2.1683607	31	2.9%
2.2447915	33	3.0%
2.4249585	33	3.0%
2.503192	33	3.0%
2.6351402	33	3.0%
2.6916914	33	3.0%
2.8507872	33	3.0%
2.8752472	32	3.0%
2.8894143	33	3.0%

Value	Count	Frequency (%)
3.588211	31	2.9%
3.5737948	32	3.0%
3.511931	34	3.1%
3.4998567	34	3.1%
3.209588	34	3.1%
3.1572483	32	3.0%
3.1485329	13	1.2%
3.138631	33	3.0%
3.116616	19	1.8%
3.1131265	25	2.3%

Beta_TP9
Real number (ℝ)

INFINITE

Distinct	40
Distinct (%)	3.7%
Missing	0
Missing (%)	0.0%
Infinite	34
Infinite (%)	3.1%
Mean	-inf

Minimum	-inf
Maximum	2.9879563
Zeros	0
Zeros (%)	0.0%
Negative	34
Negative (%)	3.1%
Memory size	8.6 KiB

Quantile statistics

Minimum	-inf
5-th percentile	1.4495451
Q1	2.159178
median	2.6335793
Q3	2.75399
95-th percentile	2.9505718
Maximum	2.9879563
Range	inf
Interquartile range (IQR)	0.594812

Descriptive statistics

Standard deviation	nan
Coefficient of variation (CV)	nan
Kurtosis	nan
Mean	-inf
Median Absolute Deviation (MAD)	0.3024864
Skewness	nan
Sum	-inf
Variance	nan
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=40)

Value	Count	Frequency (%)
2.159178	67	6.2%
2.116742	66	6.1%
2.7560825	65	6.0%
-inf	34	3.1%
2.7106943	34	3.1%
2.1573846	34	3.1%
2.2896316	33	3.0%
2.067533	33	3.0%
2.743849	33	3.0%
2.756601	33	3.0%
Other values (30)	652	60.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-inf	34	3.1%
1.287127	13	1.2%
1.4495451	25	2.3%
1.9677907	33	3.0%
2.067533	33	3.0%
2.116742	66	6.1%
2.1567025	26	2.4%
2.1573846	34	3.1%
2.159178	67	6.2%
2.166515	31	2.9%

Value	Count	Frequency (%)
2.9879563	33	3.0%
2.9505718	33	3.0%
2.9360657	33	3.0%
2.8987775	33	3.0%
2.8916037	31	2.9%
2.8039043	1	0.1%
2.7846396	7	0.6%
2.756601	33	3.0%
2.7560825	65	6.0%
2.75399	31	2.9%

Beta_AF7
Real number (ℝ)

Distinct	58
Distinct (%)	5.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.2469417

Minimum	0.47960114
Maximum	3.009965
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.6 KiB

Quantile statistics

Minimum	0.47960114
5-th percentile	1.2355081
Q1	2.0973804
median	2.4615333
Q3	2.5864856
95-th percentile	2.8453584
Maximum	3.009965
Range	2.5303639
Interquartile range (IQR)	0.4891052

Descriptive statistics

Standard deviation	0.5281933
Coefficient of variation (CV)	0.2350721
Kurtosis	1.8255099
Mean	2.2469417
Median Absolute Deviation (MAD)	0.1835187
Skewness	-1.4302709
Sum	2435.6848
Variance	0.27898817
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.6285224	33	3.0%
1.2625222	33	3.0%
2.549056	33	3.0%
2.3211749	33	3.0%
2.5049484	33	3.0%
3.009965	33	3.0%
2.2026408	33	3.0%
2.5404744	33	3.0%
2.2303684	33	3.0%
1.3568734	33	3.0%
Other values (48)	754	69.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.47960114	2	0.2%
0.5209938	26	2.4%
0.56675136	5	0.5%
1.234909	15	1.4%
1.2355081	17	1.6%
1.2625222	33	3.0%
1.3568734	33	3.0%
1.6285224	33	3.0%
1.7228292	5	0.5%
1.8197392	29	2.7%

Value	Count	Frequency (%)
3.009965	33	3.0%
2.851768	3	0.3%
2.8453584	26	2.4%
2.8067808	4	0.4%
2.7443666	5	0.5%
2.7369642	26	2.4%
2.7238736	1	0.1%
2.705656	26	2.4%
2.6948857	11	1.0%
2.6948833	5	0.5%

Beta_AF8
Real number (ℝ)

Distinct	44
Distinct (%)	4.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.3167508

Minimum	0.75283533
Maximum	2.1775033
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.6 KiB

Quantile statistics

Minimum	0.75283533
5-th percentile	0.75283533
Q1	1.0837396
median	1.3466654
Q3	1.5576808
95-th percentile	1.9249992
Maximum	2.1775033
Range	1.424668
Interquartile range (IQR)	0.4739412

Descriptive statistics

Standard deviation	0.34595971
Coefficient of variation (CV)	0.26273743
Kurtosis	-0.30652745
Mean	1.3167508
Median Absolute Deviation (MAD)	0.2321314
Skewness	0.24432211
Sum	1427.3578
Variance	0.11968812
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
0.75283533	66	6.1%
1.1435024	34	3.1%
0.8895851	34	3.1%
1.3874172	34	3.1%
1.7112182	34	3.1%
1.2021985	34	3.1%
1.3907152	33	3.0%
1.7771965	33	3.0%
1.5788689	33	3.0%
1.3466654	33	3.0%
Other values (34)	716	66.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.75283533	66	6.1%
0.7605742	32	3.0%
0.8099055	31	2.9%
0.8216601	3	0.3%
0.8895851	34	3.1%
0.915512	30	2.8%
0.98826206	32	3.0%
1.0723467	32	3.0%
1.0837396	33	3.0%
1.114534	33	3.0%

Value	Count	Frequency (%)
2.1775033	33	3.0%
1.9249992	33	3.0%
1.8137262	7	0.6%
1.7771965	33	3.0%
1.7302734	26	2.4%
1.7112182	34	3.1%
1.6756438	33	3.0%
1.6217887	6	0.6%
1.5788689	33	3.0%
1.5678754	26	2.4%

Beta_TP10
Real number (ℝ)

Distinct	43
Distinct (%)	4.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.4498608

Minimum	1.0228919
Maximum	2.9817488
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.6 KiB

Quantile statistics

Minimum	1.0228919
5-th percentile	1.578205
Q1	2.3073606
median	2.5687234
Q3	2.7776113
95-th percentile	2.9395626
Maximum	2.9817488
Range	1.9588569
Interquartile range (IQR)	0.4702507

Descriptive statistics

Standard deviation	0.43324745
Coefficient of variation (CV)	0.17684574
Kurtosis	1.8887178
Mean	2.4498608
Median Absolute Deviation (MAD)	0.222888
Skewness	-1.4084782
Sum	2655.6491
Variance	0.18770335
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
2.5687234	66	6.1%
1.0228919	34	3.1%
2.9817488	34	3.1%
2.8074582	34	3.1%
2.7265518	34	3.1%
2.0960217	33	3.0%
1.7565564	33	3.0%
2.4216526	33	3.0%
2.1745203	33	3.0%
2.6164317	33	3.0%
Other values (33)	717	66.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.0228919	34	3.1%
1.578205	31	2.9%
1.7565564	33	3.0%
1.8137001	33	3.0%
1.8790566	20	1.8%
1.9388595	13	1.2%
2.0960217	33	3.0%
2.1468775	32	3.0%
2.1745203	33	3.0%
2.3073606	33	3.0%

Value	Count	Frequency (%)
2.9817488	34	3.1%
2.9395626	26	2.4%
2.9231758	31	2.9%
2.857528	25	2.3%
2.8496883	6	0.6%
2.847894	8	0.7%
2.8300178	32	3.0%
2.8184302	33	3.0%
2.8074582	34	3.1%
2.7916114	33	3.0%

Gamma_TP9
Real number (ℝ)

INFINITE

Distinct	40
Distinct (%)	3.7%
Missing	0
Missing (%)	0.0%
Infinite	34
Infinite (%)	3.1%
Mean	-inf

Minimum	-inf
Maximum	2.4048707
Zeros	0
Zeros (%)	0.0%
Negative	34
Negative (%)	3.1%
Memory size	8.6 KiB

Quantile statistics

Minimum	-inf
5-th percentile	0.8329261
Q1	1.5564008
median	2.0060937
Q3	2.1868684
95-th percentile	2.324459
Maximum	2.4048707
Range	inf
Interquartile range (IQR)	0.6304676

Descriptive statistics

Standard deviation	nan
Coefficient of variation (CV)	nan
Kurtosis	nan
Mean	-inf
Median Absolute Deviation (MAD)	0.2985599
Skewness	nan
Sum	-inf
Variance	nan
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=40)

Value	Count	Frequency (%)
1.5798824	67	6.2%
1.5105191	66	6.1%
2.1868684	65	6.0%
-inf	34	3.1%
2.088085	34	3.1%
1.5531863	34	3.1%
1.6882493	33	3.0%
1.4742848	33	3.0%
2.2777731	33	3.0%
2.1344419	33	3.0%
Other values (30)	652	60.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-inf	34	3.1%
0.6925167	13	1.2%
0.8329261	25	2.3%
1.3601607	33	3.0%
1.4742848	33	3.0%
1.5105191	66	6.1%
1.5436003	31	2.9%
1.5531863	34	3.1%
1.5564008	26	2.4%
1.5798824	67	6.2%

Value	Count	Frequency (%)
2.4048707	31	2.9%
2.324459	33	3.0%
2.3121371	33	3.0%
2.3046536	33	3.0%
2.2848382	1	0.1%
2.2777731	33	3.0%
2.2675738	33	3.0%
2.2350383	31	2.9%
2.1868684	65	6.0%
2.185562	7	0.6%

Gamma_AF7
Real number (ℝ)

Distinct	58
Distinct (%)	5.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.706903

Minimum	0.065828994
Maximum	2.555032
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.6 KiB

Quantile statistics

Minimum	0.065828994
5-th percentile	0.6506614
Q1	1.556748
median	1.8649422
Q3	2.0640807
95-th percentile	2.389335
Maximum	2.555032
Range	2.489203
Interquartile range (IQR)	0.5073327

Descriptive statistics

Standard deviation	0.54778178
Coefficient of variation (CV)	0.32092144
Kurtosis	0.81883916
Mean	1.706903
Median Absolute Deviation (MAD)	0.2295426
Skewness	-1.1559618
Sum	1850.2829
Variance	0.30006488
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.1705371	33	3.0%
0.6506614	33	3.0%
2.0485919	33	3.0%
1.8649422	33	3.0%
2.0478973	33	3.0%
2.555032	33	3.0%
1.6716135	33	3.0%
1.9485741	33	3.0%
1.6353996	33	3.0%
0.6828198	33	3.0%
Other values (48)	754	69.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.065828994	2	0.2%
0.10722168	26	2.4%
0.15297917	5	0.5%
0.6506614	33	3.0%
0.66549224	15	1.4%
0.6828198	33	3.0%
0.6953034	17	1.6%
0.9728908	5	0.5%
1.0698007	29	2.7%
1.1705371	33	3.0%

Value	Count	Frequency (%)
2.555032	33	3.0%
2.3957002	3	0.3%
2.389335	26	2.4%
2.3505442	4	0.4%
2.2537286	26	2.4%
2.2426448	5	0.5%
2.2148483	3	0.3%
2.1882899	9	0.8%
2.1775148	25	2.3%
2.142753	8	0.7%

Gamma_AF8
Real number (ℝ)

Distinct	44
Distinct (%)	4.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.74767322

Minimum	0.32042298
Maximum	1.6209455
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.6 KiB

Quantile statistics

Minimum	0.32042298
5-th percentile	0.35662135
Q1	0.44927314
median	0.73920745
Q3	0.9430376
95-th percentile	1.3193951
Maximum	1.6209455
Range	1.3005225
Interquartile range (IQR)	0.49376446

Descriptive statistics

Standard deviation	0.31688792
Coefficient of variation (CV)	0.42383211
Kurtosis	-0.072332961
Mean	0.74767322
Median Absolute Deviation (MAD)	0.26387072
Skewness	0.65568774
Sum	810.47777
Variance	0.10041795
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
0.3569301	66	6.1%
0.6158773	34	3.1%
0.32042298	34	3.1%
0.8800665	34	3.1%
1.1301459	34	3.1%
0.44927314	34	3.1%
0.78935224	33	3.0%
1.1666821	33	3.0%
1.013993	33	3.0%
0.73920745	33	3.0%
Other values (34)	716	66.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.32042298	34	3.1%
0.35662135	33	3.0%
0.3569301	66	6.1%
0.38617098	3	0.3%
0.39657575	32	3.0%
0.4077244	32	3.0%
0.43372443	31	2.9%
0.44918224	33	3.0%
0.44927314	34	3.1%
0.47533673	30	2.8%

Value	Count	Frequency (%)
1.6209455	33	3.0%
1.3193951	33	3.0%
1.2315881	7	0.6%
1.1666821	33	3.0%
1.152124	26	2.4%
1.1301459	34	3.1%
1.094381	33	3.0%
1.0199096	6	0.6%
1.013993	33	3.0%
0.9574892	31	2.9%

Gamma_TP10
Real number (ℝ)

Distinct	44
Distinct (%)	4.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.8574053

Minimum	0.39911273
Maximum	2.4810975
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.6 KiB

Quantile statistics

Minimum	0.39911273
5-th percentile	1.0441974
Q1	1.7216434
median	1.977129
Q3	2.2095065
95-th percentile	2.4598122
Maximum	2.4810975
Range	2.0819848
Interquartile range (IQR)	0.4878631

Descriptive statistics

Standard deviation	0.44813206
Coefficient of variation (CV)	0.24126779
Kurtosis	1.69375
Mean	1.8574053
Median Absolute Deviation (MAD)	0.2371285
Skewness	-1.2726053
Sum	2013.4273
Variance	0.20082234
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
1.977129	66	6.1%
0.39911273	34	3.1%
2.34383	34	3.1%
2.3099396	34	3.1%
2.126828	34	3.1%
1.4613523	33	3.0%
1.1168376	33	3.0%
1.8341525	33	3.0%
1.5952854	33	3.0%
1.8581349	33	3.0%
Other values (34)	717	66.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.39911273	34	3.1%
1.0441974	31	2.9%
1.1168376	33	3.0%
1.1689032	33	3.0%
1.29335	1	0.1%
1.2933544	19	1.8%
1.3410618	13	1.2%
1.4613523	33	3.0%
1.5650926	32	3.0%
1.5952854	33	3.0%

Value	Count	Frequency (%)
2.4810975	26	2.4%
2.4598122	31	2.9%
2.390963	6	0.6%
2.34383	34	3.1%
2.3099396	34	3.1%
2.2770498	21	1.9%
2.2339485	25	2.3%
2.2314274	32	3.0%
2.2168396	8	0.7%
2.2142575	33	3.0%

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	Delta_TP9	Delta_AF7	Delta_AF8	Delta_TP10	Theta_TP9	Theta_AF7	Theta_AF8	Theta_TP10	Alpha_TP9	Alpha_AF7	Alpha_AF8	Alpha_TP10	Beta_TP9	Beta_AF7	Beta_AF8	Beta_TP10	Gamma_TP9	Gamma_AF7	Gamma_AF8	Gamma_TP10
0	4.043892	2.696193	1.670187	4.077708	3.020745	2.648765	1.217612	3.067218	2.761524	3.03776	1.419389	2.995214	2.468687	2.09738	0.760574	2.56715	1.89354	1.624143	0.396576	1.9884
1	4.043892	2.696193	1.670187	4.077708	3.020745	2.648765	1.217612	3.067218	2.761524	3.03776	1.419389	2.995214	2.468687	2.09738	0.760574	2.56715	1.89354	1.624143	0.396576	1.9884
2	4.043892	2.696193	1.670187	4.077708	3.020745	2.648765	1.217612	3.067218	2.761524	3.03776	1.419389	2.995214	2.468687	2.09738	0.760574	2.56715	1.89354	1.624143	0.396576	1.9884
3	4.043892	2.696193	1.670187	4.077708	3.020745	2.648765	1.217612	3.067218	2.761524	3.03776	1.419389	2.995214	2.468687	2.09738	0.760574	2.56715	1.89354	1.624143	0.396576	1.9884
4	4.043892	2.696193	1.670187	4.077708	3.020745	2.648765	1.217612	3.067218	2.761524	3.03776	1.419389	2.995214	2.468687	2.09738	0.760574	2.56715	1.89354	1.624143	0.396576	1.9884
5	4.043892	2.696193	1.670187	4.077708	3.020745	2.648765	1.217612	3.067218	2.761524	3.03776	1.419389	2.995214	2.468687	2.09738	0.760574	2.56715	1.89354	1.624143	0.396576	1.9884
6	4.043892	2.696193	1.670187	4.077708	3.020745	2.648765	1.217612	3.067218	2.761524	3.03776	1.419389	2.995214	2.468687	2.09738	0.760574	2.56715	1.89354	1.624143	0.396576	1.9884
7	4.043892	2.696193	1.670187	4.077708	3.020745	2.648765	1.217612	3.067218	2.761524	3.03776	1.419389	2.995214	2.468687	2.09738	0.760574	2.56715	1.89354	1.624143	0.396576	1.9884
8	4.043892	2.696193	1.670187	4.077708	3.020745	2.648765	1.217612	3.067218	2.761524	3.03776	1.419389	2.995214	2.468687	2.09738	0.760574	2.56715	1.89354	1.624143	0.396576	1.9884
9	4.043892	2.696193	1.670187	4.077708	3.020745	2.648765	1.217612	3.067218	2.761524	3.03776	1.419389	2.995214	2.468687	2.09738	0.760574	2.56715	1.89354	1.624143	0.396576	1.9884

	Delta_TP9	Delta_AF7	Delta_AF8	Delta_TP10	Theta_TP9	Theta_AF7	Theta_AF8	Theta_TP10	Alpha_TP9	Alpha_AF7	Alpha_AF8	Alpha_TP10	Beta_TP9	Beta_AF7	Beta_AF8	Beta_TP10	Gamma_TP9	Gamma_AF7	Gamma_AF8	Gamma_TP10
1074	3.60853	2.362159	1.932063	3.985892	2.587459	1.864749	1.313818	3.171842	2.628216	1.833013	1.30895	3.055896	2.116742	1.356873	0.752835	2.656075	1.510519	0.68282	0.35693	2.089402
1075	3.60853	2.362159	1.932063	3.985892	2.587459	1.864749	1.313818	3.171842	2.628216	1.833013	1.30895	3.055896	2.116742	1.356873	0.752835	2.656075	1.510519	0.68282	0.35693	2.089402
1076	3.60853	2.362159	1.932063	3.985892	2.587459	1.864749	1.313818	3.171842	2.628216	1.833013	1.30895	3.055896	2.116742	1.356873	0.752835	2.656075	1.510519	0.68282	0.35693	2.089402
1077	3.60853	2.362159	1.932063	3.985892	2.587459	1.864749	1.313818	3.171842	2.628216	1.833013	1.30895	3.055896	2.116742	1.356873	0.752835	2.656075	1.510519	0.68282	0.35693	2.089402
1078	3.60853	2.362159	1.932063	3.985892	2.587459	1.864749	1.313818	3.171842	2.628216	1.833013	1.30895	3.055896	2.116742	1.356873	0.752835	2.656075	1.510519	0.68282	0.35693	2.089402
1079	3.60853	2.362159	1.932063	3.985892	2.587459	1.864749	1.313818	3.171842	2.628216	1.833013	1.30895	3.055896	2.116742	1.356873	0.752835	2.656075	1.510519	0.68282	0.35693	2.089402
1080	3.60853	2.362159	1.932063	3.985892	2.587459	1.864749	1.313818	3.171842	2.628216	1.833013	1.30895	3.055896	2.116742	1.356873	0.752835	2.656075	1.510519	0.68282	0.35693	2.089402
1081	3.60853	2.362159	1.932063	3.985892	2.587459	1.864749	1.313818	3.171842	2.628216	1.833013	1.30895	3.055896	2.116742	1.356873	0.752835	2.656075	1.510519	0.68282	0.35693	2.089402
1082	3.60853	2.362159	1.932063	3.985892	2.587459	1.864749	1.313818	3.171842	2.628216	1.833013	1.30895	3.055896	2.116742	1.356873	0.752835	2.656075	1.510519	0.68282	0.35693	2.089402
1083	3.60853	2.362159	1.932063	3.985892	2.587459	1.864749	1.313818	3.171842	2.628216	1.833013	1.30895	3.055896	2.116742	1.356873	0.752835	2.656075	1.510519	0.68282	0.35693	2.089402

Most frequently occurring

	Delta_TP9	Delta_AF7	Delta_AF8	Delta_TP10	Theta_TP9	Theta_AF7	Theta_AF8	Theta_TP10	Alpha_TP9	Alpha_AF7	Alpha_AF8	Alpha_TP10	Beta_TP9	Beta_AF7	Beta_AF8	Beta_TP10	Gamma_TP9	Gamma_AF7	Gamma_AF8	Gamma_TP10	# duplicates
4	3.288984	3.536548	2.332164	3.699742	3.307550	3.576504	1.700135	2.687811	3.518895	3.572402	1.482595	2.635140	2.743849	3.009965	1.083740	2.174520	2.277773	2.555032	0.449182	1.595285	33
7	3.550948	3.065926	2.443469	3.914371	2.550292	3.065158	1.663373	2.942184	2.514757	3.373003	1.839907	3.045430	2.067533	2.504948	1.249693	2.421653	1.474285	2.047897	0.539148	1.834153	33
8	3.608530	2.362159	1.932063	3.985892	2.587459	1.864749	1.313818	3.171842	2.628216	1.833013	1.308950	3.055896	2.116742	1.356873	0.752835	2.656075	1.510519	0.682820	0.356930	2.089402	33
13	3.650430	2.878423	2.795751	3.281878	2.670911	2.876964	1.834933	2.155816	2.712462	3.360027	1.750919	2.244791	2.159178	2.321175	1.346665	1.756556	1.579882	1.864942	0.739207	1.116838	33
20	3.762530	2.234288	3.149437	4.124597	2.793846	2.179795	2.175039	3.089325	2.855363	2.971222	2.158357	3.056293	2.261695	1.628522	1.675644	2.598075	1.688889	1.170537	1.094381	1.965617	33
34	4.115776	3.650428	3.402055	3.906338	3.163305	2.734719	2.404422	2.917198	3.061446	2.884725	2.474129	3.040439	2.633579	2.299986	1.924999	2.390445	2.006094	1.669592	1.319395	1.801665	33
31	4.043892	2.696193	1.670187	4.077708	3.020745	2.648765	1.217612	3.067218	2.761524	3.037760	1.419389	2.995214	2.468687	2.097380	0.760574	2.567150	1.893540	1.624143	0.396576	1.988400	32
11	3.634236	3.846565	1.902364	3.454939	2.641231	2.879308	1.430347	3.487890	2.610828	2.997886	1.466225	3.588211	2.166515	2.375722	0.809905	2.923176	1.543600	1.795998	0.433724	2.459812	31
26	3.928307	3.662461	2.960001	3.133524	3.444121	3.020657	1.919595	2.001458	3.554397	3.012929	2.045083	2.168361	2.891604	2.476607	1.510163	1.578205	2.404871	1.764992	0.957489	1.044197	31
1	-inf	2.835017	3.196235	3.900254	-inf	2.421872	2.185067	3.351080	-inf	2.232634	2.209360	3.499857	-inf	1.819739	1.711218	2.807458	-inf	1.069801	1.130146	2.309940	29

Overview

Variables

Interactions

Missing values

Sample

Duplicate rows

Most frequently occurring